Nature

Deep learning-based virtual staining, segmentation, and classification in label-free photoacoustic histology of human specimens

In pathological diagnostics, histological images highlight the oncological features of excised specimens, but they require laborious and costly staining procedures. Despite recent innovations in label ...
Nature

Automatic labeling framework for paint loss disease of ancient murals based on hyperspectral image classification and segmentation

Mural culture stands as an integral component of cultural heritage, exuding profound historical, cultural, scientific, artistic, emotional, and research value. The rich artistic information it carries ...